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    • org.apache.hadoop.hive.ql.udf.generic.GenericUDFLeadLag Maven / Gradle / Ivy

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    /**
 * Licensed to the Apache Software Foundation (ASF) under one
 * or more contributor license agreements.  See the NOTICE file
 * distributed with this work for additional information
 * regarding copyright ownership.  The ASF licenses this file
 * to you under the Apache License, Version 2.0 (the
 * "License"); you may not use this file except in compliance
 * with the License.  You may obtain a copy of the License at
 *
 *     http://www.apache.org/licenses/LICENSE-2.0
 *
 * Unless required by applicable law or agreed to in writing, software
 * distributed under the License is distributed on an "AS IS" BASIS,
 * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
 * See the License for the specific language governing permissions and
 * limitations under the License.
 */

package org.apache.hadoop.hive.ql.udf.generic;

import org.apache.hadoop.hive.ql.exec.ExprNodeEvaluator;
import org.apache.hadoop.hive.ql.exec.PTFPartition.PTFPartitionIterator;
import org.apache.hadoop.hive.ql.exec.PTFUtils;
import org.apache.hadoop.hive.ql.exec.UDFArgumentException;
import org.apache.hadoop.hive.ql.exec.UDFArgumentTypeException;
import org.apache.hadoop.hive.ql.metadata.HiveException;
import org.apache.hadoop.hive.serde2.objectinspector.ConstantObjectInspector;
import org.apache.hadoop.hive.serde2.objectinspector.ObjectInspector;
import org.apache.hadoop.hive.serde2.objectinspector.ObjectInspectorConverters;
import org.apache.hadoop.hive.serde2.objectinspector.ObjectInspectorConverters.Converter;
import org.apache.hadoop.hive.serde2.objectinspector.ObjectInspectorUtils;
import org.apache.hadoop.hive.serde2.objectinspector.ObjectInspectorUtils.ObjectInspectorCopyOption;
import org.apache.hadoop.hive.serde2.objectinspector.PrimitiveObjectInspector;
import org.apache.hadoop.io.IntWritable;

public abstract class GenericUDFLeadLag extends GenericUDF
{
	transient ExprNodeEvaluator exprEvaluator;
	transient PTFPartitionIterator pItr;
	transient ObjectInspector firstArgOI;
	transient ObjectInspector defaultArgOI;
	transient Converter defaultValueConverter;
	int amt;

	static{
		PTFUtils.makeTransient(GenericUDFLeadLag.class, "exprEvaluator", "pItr",
        "firstArgOI", "defaultArgOI", "defaultValueConverter");
	}

	@Override
	public Object evaluate(DeferredObject[] arguments) throws HiveException
	{
    Object defaultVal = null;
    if(arguments.length == 3){
      defaultVal =  ObjectInspectorUtils.copyToStandardObject(
          defaultValueConverter.convert(arguments[2].get()),
          defaultArgOI);
    }

		int idx = pItr.getIndex() - 1;
		int start = 0;
		int end = pItr.getPartition().size();
		try
		{
		  Object ret = null;
		  int newIdx = getIndex(amt);

		  if(newIdx >= end || newIdx < start) {
        ret = defaultVal;
		  }
		  else {
        Object row = getRow(amt);
        ret = exprEvaluator.evaluate(row);
        ret = ObjectInspectorUtils.copyToStandardObject(ret,
            firstArgOI, ObjectInspectorCopyOption.WRITABLE);
		  }
			return ret;
		}
		finally
		{
			Object currRow = pItr.resetToIndex(idx);
			// reevaluate expression on current Row, to trigger the Lazy object
			// caches to be reset to the current row.
			exprEvaluator.evaluate(currRow);
		}

	}

	@Override
	public ObjectInspector initialize(ObjectInspector[] arguments)
			throws UDFArgumentException
	{
    if (!(arguments.length >= 1 && arguments.length <= 3)) {
      throw new UDFArgumentTypeException(arguments.length - 1,
          "Incorrect invocation of " + _getFnName() + ": _FUNC_(expr, amt, default)");
    }

    amt = 1;

    if (arguments.length > 1) {
      ObjectInspector amtOI = arguments[1];
      if ( !ObjectInspectorUtils.isConstantObjectInspector(amtOI) ||
          (amtOI.getCategory() != ObjectInspector.Category.PRIMITIVE) ||
          ((PrimitiveObjectInspector)amtOI).getPrimitiveCategory() !=
          PrimitiveObjectInspector.PrimitiveCategory.INT )
      {
        throw new UDFArgumentTypeException(0,
            _getFnName() + " amount must be a integer value "
            + amtOI.getTypeName() + " was passed as parameter 1.");
      }
      Object o = ((ConstantObjectInspector)amtOI).
          getWritableConstantValue();
      amt = ((IntWritable)o).get();
    }

    if (arguments.length == 3) {
      defaultArgOI = arguments[2];
      ObjectInspectorConverters.getConverter(arguments[2], arguments[0]);
      defaultValueConverter = ObjectInspectorConverters.getConverter(arguments[2], arguments[0]);

    }

    firstArgOI = arguments[0];
    return ObjectInspectorUtils.getStandardObjectInspector(firstArgOI,
        ObjectInspectorCopyOption.WRITABLE);
	}

	public ExprNodeEvaluator getExprEvaluator()
	{
		return exprEvaluator;
	}

	public void setExprEvaluator(ExprNodeEvaluator exprEvaluator)
	{
		this.exprEvaluator = exprEvaluator;
	}

	public PTFPartitionIterator getpItr()
	{
		return pItr;
	}

	public void setpItr(PTFPartitionIterator pItr)
	{
		this.pItr = pItr;
	}

	public ObjectInspector getFirstArgOI() {
    return firstArgOI;
  }

  public void setFirstArgOI(ObjectInspector firstArgOI) {
    this.firstArgOI = firstArgOI;
  }

  public ObjectInspector getDefaultArgOI() {
    return defaultArgOI;
  }

  public void setDefaultArgOI(ObjectInspector defaultArgOI) {
    this.defaultArgOI = defaultArgOI;
  }

  public Converter getDefaultValueConverter() {
    return defaultValueConverter;
  }

  public void setDefaultValueConverter(Converter defaultValueConverter) {
    this.defaultValueConverter = defaultValueConverter;
  }

  public int getAmt() {
    return amt;
  }

  public void setAmt(int amt) {
    this.amt = amt;
  }

  @Override
	public String getDisplayString(String[] children)
	{
		assert (children.length == 2);
		StringBuilder sb = new StringBuilder();
		sb.append(_getFnName());
		sb.append("(");
		sb.append(children[0]);
		sb.append(", ");
		sb.append(children[1]);
		sb.append(")");
		return sb.toString();
	}

	protected abstract String _getFnName();

	protected abstract Object getRow(int amt);

	protected abstract int getIndex(int amt);

	public static class GenericUDFLead extends GenericUDFLeadLag
	{

		@Override
		protected String _getFnName()
		{
			return "lead";
		}

		@Override
		protected int getIndex(int amt) {
		  return pItr.getIndex() - 1 + amt;
		}

		@Override
		protected Object getRow(int amt)
		{
			return pItr.lead(amt - 1);
		}

	}

	public static class GenericUDFLag extends GenericUDFLeadLag
	{
		@Override
		protected String _getFnName()
		{
			return "lag";
		}

		@Override
    protected int getIndex(int amt) {
      return pItr.getIndex() - 1 - amt;
    }

		@Override
		protected Object getRow(int amt)
		{
			return pItr.lag(amt + 1);
		}

	}

}

    
    
    
    

    




    
    
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